Datasets:

paperswithbacktest
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Stocks-Daily-Price

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train · 24.4M rows

symbol stringlengths 1 7	date stringdate 1962-01-02 00:00:00 2025-08-08 00:00:00	open float64 0 1,451,250B ⌀	high float64 0 1,653,750B ⌀	low float64 0 1,174,500B ⌀	close float64 0 1,200,150B ⌀	volume int64 0 9.23B	adj_close float64 -654.36 1,200,150B ⌀
ZWS	2014-06-19	28.91	28.98	28.52	28.74	556,400	27.64539
ZWS	2014-06-20	28.77	28.879999	28.309999	28.700001	1,332,000	27.606913
ZWS	2014-06-23	28.82	28.959999	28.290001	28.34	794,500	27.260622
ZWS	2014-06-24	28.389999	28.93	28.059999	28.15	743,800	27.077864
ZWS	2014-06-25	28.049999	28.700001	27.959999	28.52	734,800	27.433769
ZWS	2014-06-26	28.59	28.719999	28.030001	28.59	518,800	27.501102
ZWS	2014-06-27	28.549999	28.860001	28.41	28.41	4,712,000	27.327957
ZWS	2014-06-30	28.469999	28.469999	27.959999	28.15	786,000	27.077864
ZWS	2014-07-01	28.34	28.940001	28.280001	28.639999	978,800	27.549196
ZWS	2014-07-02	28.58	29.15	28.33	28.540001	1,012,700	27.453003
ZWS	2014-07-03	28.6	28.889999	28.450001	28.85	211,200	27.751204
ZWS	2014-07-07	28.620001	28.809999	28.4	28.780001	507,300	27.683868
ZWS	2014-07-08	28.77	28.860001	28.66	28.799999	925,900	27.703102
ZWS	2014-07-09	28.940001	29.18	28.9	29.02	798,500	27.914724
ZWS	2014-07-10	29.02	29.32	28.57	29.200001	629,600	28.087868
ZWS	2014-07-11	29.24	29.309999	29.15	29.27	645,000	28.155203
ZWS	2014-07-14	29.620001	29.719999	29.24	29.290001	872,800	28.174442
ZWS	2014-07-15	29.34	29.5	29.129999	29.23	854,000	28.116726
ZWS	2014-07-16	29.32	29.389999	28.99	29.219999	451,600	28.107107
ZWS	2014-07-17	28.9	29.18	28.66	28.67	565,200	27.578053
ZWS	2014-07-18	28.629999	29.23	28.629999	29.129999	622,500	28.020531
ZWS	2014-07-21	28.879999	29.25	28.879999	29.09	485,700	27.982059
ZWS	2014-07-22	29.190001	29.34	28.99	29.1	350,400	27.991678
ZWS	2014-07-23	29.139999	29.290001	28.91	28.969999	322,600	27.866623
ZWS	2014-07-24	28.93	29.25	28.59	28.76	292,600	27.664629
ZWS	2014-07-25	28.440001	28.709999	28.25	28.42	392,600	27.337574
ZWS	2014-07-28	28.34	28.459999	27.559999	27.809999	648,600	26.750811
ZWS	2014-07-29	27.799999	27.84	27.389999	27.549999	411,000	26.50071
ZWS	2014-07-30	27.74	27.9	27.629999	27.879999	389,300	26.818146
ZWS	2014-07-31	27.379999	27.57	26.879999	26.91	502,400	25.885088
ZWS	2014-08-01	26.799999	27	26.469999	26.49	544,100	25.481083
ZWS	2014-08-04	26.65	27.16	26.5	26.690001	1,036,000	25.673466
ZWS	2014-08-05	26.530001	26.879999	26.32	26.57	443,200	25.558039
ZWS	2014-08-06	26.309999	26.530001	26.219999	26.469999	1,010,800	25.461849
ZWS	2014-08-07	27	28.530001	26.879999	26.99	1,503,900	25.962042
ZWS	2014-08-08	27.02	27.5	26.809999	27.459999	491,800	26.414135
ZWS	2014-08-11	27.700001	27.719999	27.299999	27.34	560,600	26.298706
ZWS	2014-08-12	26.469999	27.030001	26.4	26.93	2,121,400	25.904327
ZWS	2014-08-13	27.07	27.32	26.860001	26.93	391,300	25.904327
ZWS	2014-08-14	26.969999	27.1	26.74	26.969999	440,900	25.942804
ZWS	2014-08-15	27.209999	27.27	26.91	27.200001	576,500	26.164042
ZWS	2014-08-18	27.360001	28.059999	27.360001	28.01	860,300	26.943197
ZWS	2014-08-19	28.120001	28.290001	27.92	28.07	478,800	27.000902
ZWS	2014-08-20	27.91	28.389999	27.84	28.35	640,800	27.270243
ZWS	2014-08-21	28.41	29.17	28.299999	28.950001	1,835,600	27.847387
ZWS	2014-08-22	28.860001	29	28.530001	28.969999	813,200	27.866623
ZWS	2014-08-25	29.190001	29.190001	28.92	29.07	391,800	27.96282
ZWS	2014-08-26	29.040001	29.33	28.85	29.040001	690,400	27.933968
ZWS	2014-08-27	28.889999	29.07	28.84	28.959999	282,800	27.857008
ZWS	2014-08-28	28.860001	29.57	28.82	29.129999	715,000	28.020531
ZWS	2014-08-29	29.139999	29.27	28.99	29.209999	420,500	28.097485
ZWS	2014-09-02	29.4	29.620001	29.110001	29.370001	926,400	28.251392
ZWS	2014-09-03	29.610001	29.620001	28.98	29.309999	1,211,500	28.19368
ZWS	2014-09-04	29.360001	29.83	29.120001	29.290001	1,031,900	28.174442
ZWS	2014-09-05	29.17	29.530001	28.950001	29.49	823,400	28.366829
ZWS	2014-09-08	29.549999	29.860001	29.41	29.809999	422,600	28.674633
ZWS	2014-09-09	29.809999	29.879999	28.969999	29.01	596,000	27.905104
ZWS	2014-09-10	28.940001	29.450001	28.889999	29.389999	423,000	28.270634
ZWS	2014-09-11	29.200001	29.65	29.09	29.51	483,600	28.386065
ZWS	2014-09-12	29.540001	29.540001	29.09	29.26	421,100	28.145586
ZWS	2014-09-15	29.200001	29.4	28.9	29.15	533,700	28.03977
ZWS	2014-09-16	29.040001	29.549999	29	29.34	341,600	28.222538
ZWS	2014-09-17	29.35	29.58	29.120001	29.27	328,700	28.155203
ZWS	2014-09-18	29.33	29.450001	29.1	29.360001	351,100	28.241777
ZWS	2014-09-19	29.440001	29.719999	29.18	29.700001	1,550,000	28.568823
ZWS	2014-09-22	29.48	29.49	28.74	28.82	957,900	27.722343
ZWS	2014-09-23	29.120001	29.25	28.74	28.85	981,000	27.751204
ZWS	2014-09-24	28.91	28.91	28.51	28.73	664,200	27.635767
ZWS	2014-09-25	28.59	28.610001	28.24	28.24	787,400	27.164429
ZWS	2014-09-26	28.26	28.360001	27.790001	28.34	734,900	27.260622
ZWS	2014-09-29	28.02	28.450001	28.02	28.43	430,200	27.347193
ZWS	2014-09-30	28.459999	28.5	28.01	28.450001	797,800	27.366436
ZWS	2014-10-01	28.389999	28.440001	27.99	28.129999	945,100	27.05862
ZWS	2014-10-02	28.09	28.370001	27.85	28.139999	881,300	27.068237
ZWS	2014-10-03	28.5	28.629999	28.120001	28.27	356,600	27.193287
ZWS	2014-10-06	28.200001	28.370001	27.469999	27.68	773,200	26.625763
ZWS	2014-10-07	27.43	27.43	27.1	27.18	1,065,300	26.144806
ZWS	2014-10-08	27.15	27.5	26.74	27.459999	1,267,700	26.414135
ZWS	2014-10-09	27.389999	27.4	26.559999	26.59	851,500	25.577276
ZWS	2014-10-10	26.440001	26.51	25.85	26.1	1,024,000	25.105938
ZWS	2014-10-13	26.16	26.32	25.4	25.42	846,200	24.451838
ZWS	2014-10-14	25.66	25.969999	25.33	25.6	947,500	24.624981
ZWS	2014-10-15	26	26.030001	24.889999	25.74	1,593,100	24.759649
ZWS	2014-10-16	25.290001	26.43	25.15	26.23	695,500	25.230986
ZWS	2014-10-17	26.530001	26.790001	26.299999	26.68	762,500	25.663851
ZWS	2014-10-20	26.610001	27	26.559999	26.77	525,800	25.75042
ZWS	2014-10-21	26.9	27.52	26.84	27.379999	534,500	26.337187
ZWS	2014-10-22	27.370001	27.58	26.860001	26.879999	317,900	25.856232
ZWS	2014-10-23	27.26	27.83	27.15	27.48	543,000	26.433374
ZWS	2014-10-24	27.540001	27.66	27.309999	27.52	270,300	26.471853
ZWS	2014-10-27	27.35	27.35	26.83	27.1	569,600	26.067846
ZWS	2014-10-28	27.200001	28.33	27.200001	28.280001	433,100	27.202913
ZWS	2014-10-29	28.24	28.49	27.799999	28	318,100	26.933569
ZWS	2014-10-30	27.91	28.860001	27.82	28.6	449,100	27.510717
ZWS	2014-10-31	28.93	29.68	28.67	29.549999	993,900	28.424541
ZWS	2014-11-03	29.610001	29.950001	28.92	29.08	718,900	27.972443
ZWS	2014-11-04	28.9	29.25	28.709999	28.799999	357,700	27.703102
ZWS	2014-11-05	29	29.190001	28.77	29.09	275,000	27.982059
ZWS	2014-11-06	29.190001	29.559999	28.83	29.25	548,000	28.135962
ZWS	2014-11-07	27.049999	28.76	27.049999	27.98	1,621,200	26.914335

Subsets and Splits

AAPL Prices from 2015

Retrieves all stock data for Apple (AAPL) from after January 1, 2015, ordered by date, providing a basic time series of the stock's performance.